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Domain Disentangled Meta-Learning

Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang

Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution

Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher Brinton, Zhenming Liu

ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM

The Human Mobility Signature Identification (HuMID) problem aims at determining whether the incoming trajectories were generated by a …

Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo

DAC-ML: domain adaptable continuous meta-learning for urban dynamics prediction

Xin Zhang, Yanhua Li, Xun Zhou, Oren Mangoubi, Ziming Zhang, Vincent Filardi, Jun Luo

Imitation Learning From Inconcurrent Multi-Agent Interactions

Xin Zhang, Weixiao Huang, Yanhua Li, Renjie Liao, Ziming Zhang

Learning Decision Making Strategies of Non-experts: A NEXT-GAIL Model for Taxi Drivers

Xin Zhang, Menghai Pan, Yanhua Li, Xun Zhou, Jun Luo

cGAIL: Conditional Generative Adversarial Imitation Learning—an Application in Taxi Drivers’ Strategy Learning

Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo

TrajGAIL: Trajectory generative adversarial imitation learning for long-term decision analysis

Xin Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo

Unveiling taxi drivers' strategies via cGAIL: Conditional generative adversarial imitation learning

Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo